Container and Model Monitoring

• Hardware Platform (Jetson / GPU) - > Jetson Orin AGX
• DeepStream Version → 6.1
• JetPack Version (valid for Jetson only) → 35.1
• TensorRT Version → 8.4
• Issue Type( questions, new requirements, bugs)-> Question

Is there a recommended or built in solution to monitor a model deployed with Deepstream? Im going to have several Jetsons continuously running taking in different video streams and would like to monitor them to look for drift, total number of detections per day, is the system running…

Could you point me to a sample project for this?

There is no update from you for a period, assuming this is not an issue anymore. Hence we are closing this topic. If need further support, please open a new one. Thanks

Do you mean you want to monitor the model performance? From DeepStream point of view, there is FPS of the whole pipeline ( DeepStream SDK FAQ - Intelligent Video Analytics / DeepStream SDK - NVIDIA Developer Forums, there is latency statistics for all component ( DeepStream SDK FAQ - Intelligent Video Analytics / DeepStream SDK - NVIDIA Developer Forums), there is no special monitor for the model itself.

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